Publications

Article

Krügener, Moritz and Zapata Usandivaras, Jose Felix and Bauerheim, Michaël and Urbano, Annafederica. Coaxial-Injector Surrogate Modeling Based on Reynolds-Averaged Navier–Stokes Simulations Using Deep Learning. (2022) Journal of Propulsion and Power, 38 (5). ISSN 0748-4658

Alguacil, Antonio and Bauerheim, Michaël and Jacob, Marc C. and Moreau, Stéphane. Predicting the propagation of acoustic waves using deep convolutional neural networks. (2021) Journal of Sound and Vibration, 512. ISSN 0022-460X

Bauerheim, Michaël and Chapin, Vincent. Route to chaos on a dragonfly wing cross section in gliding flight. (2020) Physical Review E, 102 (1). 1-6. ISSN 1539-3755

Laurent, Charlélie and Bauerheim, Michaël and Poinsot, Thierry and Nicoud, Franck. A novel modal expansion method for low-order modeling of thermoacoustic instabilities in complex geometries. (2019) Combustion and Flame, 206. 334-348. ISSN 0010-2180

Guo, Shuai and Silva, Camilo and Bauerheim, Michaël and Ghani, Abdulla and Polifke, Wolfgang. Evaluating the impact of uncertainty in flame impulse response model on thermoacoustic instability prediction: A dimensionality reduction approach. (2019) Proceedings of the Combustion Institute, 37 (4). 5299-5306. ISSN 1540-7489

Boujo, Edouard and Bauerheim, Michaël and Noiray, Nicolas. Saturation of a turbulent mixing layer over a cavity: response to harmonic forcing around mean flows. (2018) Journal of Fluid Mechanics, 853. 1-35. ISSN 0022-1120

Xavier, Pradip and Ghani, Abdulla and Mejia, Daniel and Miguel-Brebion, Maxence and Bauerheim, Michaël and Selle, Laurent and Poinsot, Thierry. Experimental and numerical investigation of flames stabilised behind rotating cylinders: interaction of flames with a moving wall. (2017) Journal of Fluid Mechanics, 813. 127-151. ISSN 0022-1120

Mejia, Daniel and Bauerheim, Michaël and Xavier, Pradip and Ferret, Bernard and Selle, Laurent and Poinsot, Thierry. Stabilization of a premixed laminar flame on a rotating cylinder. (2017) Proceedings of the Combustion Institute, 36 (1). 1447-1455. ISSN 1540-7489

Magri, Luca and Bauerheim, Michaël and Juniper, Matthew P.. Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part I. Sensitivity. (2016) Journal of Computational Physics, 325. 395-410. ISSN 0021-9991

Bauerheim, Michaël and Duran, Ignacio and Livebardon, Thomas and Wang, Gaofeng and Moreau, Stéphane and Poinsot, Thierry. Transmission and reflection of acoustic and entropy waves through a stator–rotor stage. (2016) Journal of Sound and Vibration, 374. 260-278. ISSN 0022-460X

Bauerheim, Michaël and Nicoud, Franck and Poinsot, Thierry. Progress in analytical methods to predict and control azimuthal combustion instability modes in annular chambers. (2016) Physics of Fluids, 28 (2). 021303. ISSN 1070-6631

Bauerheim, Michaël and Ndiaye, Aissatou and Constantine, Paul G. and Moreau, Stéphane and Nicoud, Franck. Symmetry breaking of azimuthal thermoacoustic modes: the UQ perspective. (2016) Journal of Fluid Mechanics, 789. 534-566. ISSN 0022-1120

Magri, Luca and Bauerheim, Michaël and Nicoud, Franck and Juniper, Matthew P.. Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part II. Uncertainty quantification. (2016) Journal of Computational Physics, 325. 411-421. ISSN 0021-9991

Bauerheim, Michaël and Nicoud, Franck and Poinsot, Thierry. Theoretical analysis of the mass balance equation through a flame at zero and non-zero Mach numbers. (2015) Combustion and Flame, 162 (1). 60-67. ISSN 0010-2180

Bauerheim, Michaël and Cazalens, Michel and Poinsot, Thierry. A theoretical study of mean azimuthal flow and asymmetry effects on thermo-acoustic modes in annular combustors. (2015) Proceedings of the Combustion Institute, 35 (3). 3219-3227. ISSN 1540-7489

Bauerheim, Michaël and Poinsot, Thierry. Analytical methods for azimuthal thermo-acoustic modes in annular combustion chambers. (2015) Annular Research Brief of CTR. 77-88.

Bauerheim, Michaël and Jaravel, Thomas and Esclapez, Lucas and Riber, Eleonore and Gicquel, Laurent Y.M. and Cuenot, Bénédicte and Cazalens, Michel and Bourgois, S. and Rullaud, M.. Multiphase Flow LES Study of the Fuel Split Effects on Combustion Instabilities in an Ultra Low-NOx Annular Combustor. (2015) Journal of Engineering for Gas Turbines and Power. 1-13. ISSN 0742-4795

Bauerheim, Michaël and Staffelbach, Gabriel and Worth, Nick A. and Dawson, James and Gicquel, Laurent Y.M. and Poinsot, Thierry. Sensitivity of LES-based harmonic flame response model for turbulent swirled flames and impact on the stability of azimuthal modes. (2015) Proceedings of the Combustion Institute, 35 (3). 3355-3363. ISSN 1540-7489

Bauerheim, Michaël and Salas, Pablo and Nicoud, Franck and Poinsot, Thierry. Symmetry breaking of azimuthal thermo-acoustic modes in annular cavities: a theoretical study. (2014) Journal of Fluid Mechanics, 760. 431-465. ISSN 0022-1120

Bauerheim, Michaël and Parmentier, Jean-François and Salas, Pablo and Nicoud, Franck and Poinsot, Thierry. An analytical model for azimuthal thermoacoustic modes in an annular chamber fed by an annular plenum. (2014) Combustion and Flame, 161 (5). 1374-1389. ISSN 0010-2180

Conference or Workshop Item

Colombo, Michele and Morlier, Joseph and Bauerheim, Michaël. Prediction of Gust Aeroelastic performance of HALE using Graph Neural Networks. (2023) In: AIAA SCITECH 2023 Forum, 23 January 2023 - 27 January 2023 (National Harbor, United States).

Dominguez, Alejandro and Tomé, Joao and Gowree, Erwin Ricky and Bauerheim, Michaël. Bio-inspired vortex lift for enhanced manoeuvrability. (2022) In: 56th 3AF International Conference on Applied Aerodynamics, 28 March 2022 - 30 March 2022 (Toulouse, France).

Vazquez Casique, Raul and Viollet, Marie-Lou and Bauerheim, Michaël and Chapin, Vincent and Gowree, Erwin Ricky. Effect of sharp edges on the unsteady flow and aerodynamic performances of a Boxfish, towards bio-inspired low-drag bluff bodies. (2022) In: 56th 3AF International Conference on Applied Aerodynamics, 28 March 2022 - 30 March 2022 (Toulouse, France).

Alguacil, Antonio and Bauerheim, Michaël and Jacob, Marc C. and Moreau, Stéphane. A generic deep learning framework for propagation and scattering of acoustic waves in quiescent flows. (2021) In: AIAA AVIATION 2021 FORUM, 2 August 2021 - 6 August 2021 (Virtual event, United States).

Ajuria-Illaramendi, Ekhi and Bauerheim, Michaël and Cuenot, Bénédicte. Analysis of downscaled branches and Receptive field on a CNN-based incompressible solver. (2021) In: 74th Annual Meeting of the APS Division of Fluid Dynamics, 21 November 2021 - 23 November 2021 (Phoenix, United States).

Zapata Usandivaras, Jose Felix and Krügener, Moritz and Urbano, Annafederica and Bauerheim, Michaël and Cuenot, Bénédicte. Data­driven emulation models for Rocket Engines Injector design. (2021) In: IAC 2021 - 72nd International Astronautical Congress 2021, 25 October 2021 - 30 October 2021 (Dubai, United Arab Emirates).

Pinto, Wagner Gonçalves and Bauerheim, Michaël and Parisot-Dupuis, Hélène. Deconvoluting acoustic beamforming maps with a deep neural network. (2021) In: Inter-noise 2021, 1 August 2021 - 5 August 2021 (Virtual event, France).

Alguacil, Antonio and Pinto, Wagner Gonçalves and Bauerheim, Michaël and Jacob, Marc C. and Moreau, Stéphane. Effects of boundary conditions in fully convolutional networks for learning spatio-temporal dynamics. (2021) In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 13 September 2021 - 17 September 2021 (Virtual event, France).

Berger, Sandrine and Arroyo-Ramo, Andrea and Guillet, Valentin and Jardin, Thierry and Rachelson, Emmanuel and Bauerheim, Michaël. Towards Reliable and Sample Efficient Deep Reinforcement Learning for Aerodynamics : a Benchmark Application. (2021) In: 74th Annual Meeting of the APS Division of Fluid Dynamics, 21 November 2021 - 23 November 2021 (Phoenix, United States).

Bauerheim, Michaël and Joly, Laurent. LES of the aero-acoustic coupling in acoustic liners containing multiple cavities. (2020) In: AIAA AVIATION 2020 FORUM, 15 June 2020 - 19 June 2020 (Virtual Event, United States).

Bauerheim, Michaël and Boujo, Edouard and Noiray, Nicolas. Numerical analysis of the linear and nonlinear vortex-sound interaction in a T-junction. (2020) In: AIAA AVIATION FORUM, 15 June 2020 - 19 June 2020 (Virtual Event, United States).

Alguacil, Antonio and Bauerheim, Michaël and Jacob, Marc C. and Moreau, Stéphane. Predicting the Propagation of Acoustic Waves using Deep Convolutional Neural Networks. (2020) In: AIAA AVIATION FORUM, 15 June 2020 - 19 June 2020 (Virtual Event, United States).

Ajuria-Illaramendi, Ekhi and Alguacil, Antonio and Bauerheim, Michaël and Misdariis, Antony and Cuenot, Bénédicte and Benazera, Emmanuel. Towards a hybrid computational strategy based on Deep Learning for incompressible flows. (2020) In: AIAA AVIATION FORUM, 15 June 2020 - 19 June 2020 (Virtual Event, United States).

Berger, Sandrine and Gourdain, Nicolas and Bauerheim, Michaël and Devillez, Sébastien. Discharge coefficient of an orifice jet in cross flow: influence of inlet conditions and optimum velocity ratio. (2019) In: AIAA Aviation 2019 Forum, 17 June 2019 - 21 June 2019 (Dallas, United States).

Bauerheim, Michaël and Jaravel, Thomas and Esclapez, Lucas and Riber, Eleonore and Gicquel, Laurent Y.M. and Cuenot, Bénédicte and Cazalens, Michel and Bourgois, S. and Rullaud, M.. Multiphase Flow Large-Eddy Simulation Study of the Fuel Split Effects on Combustion Instabilities in an Ultra-Low-NOxAnnular Combustor. (2016) In: ASME Turbo Expo 2015: Turbine Technical Conference and Exposition (GT2015), 15 June 2015 - 19 June 2015 (Montreal, Canada).

Becerril, César and Moreau, Stéphane and Bauerheim, Michaël and Gicquel, Laurent and Poinsot, Thierry. Numerical investigation of combustion noise: The Entropy Wave Generator. (2016) In: 22nd AIAA/CEAS Aeroacoustics Conference, 30 May 2016 - 1 June 2016 (Lyon, France).

Roger, Michel and François, Benjamin and Bauerheim, Michaël. Three-Dimensional Modeling of Annular Cascade Trailing-Edge Noise. (2016) In: 22nd AIAA/CEAS Aeroacoustics Conference, 30 May 2016 - 1 June 2016 (Lyon, France).

Ndiaye, Aissatou and Bauerheim, Michaël and Moreau, Stéphane and Nicoud, Franck. Uncertainty Quantification of Thermoacoustic Instabilities in a Swirled Stabilized Combustor. (2015) In: ASME Turbo Expo 2015: Turbine Technical Conference and Exposition (GT2015), 15 June 2015 - 19 June 2015 (Montreal, Canada).

Courtine, Emilien and Selle, Laurent and Nicoud, Franck and Polifke, Wolfgang and Silva, Camilo and Bauerheim, Michaël and Poinsot, Thierry. Causality and intrinsic thermoacoustic instability modes. (2014) In: CTR - Summer Program, 6 July 2014 - 1 August 2014 (Stanford, United States).

Juniper, Matthew P. and Magri, Luca and Bauerheim, Michaël and Nicoud, Franck. Sensitivity analysis of thermo-acoustic eigenproblems with adjoint methods. (2014) In: CTR - Summer Program, 6 July 2014 - 1 August 2014 (Stanford, United States).

Bauerheim, Michaël and Ndiaye, Aissatou and Constantine, Paul G. and Iaccarino, Gianluca and Moreau, Stéphane and Nicoud, Franck. Uncertainty quantification of thermo-acoustic instabilities in annular combustors. (2014) In: CTR - Summer program, 6 July 2014 - 1 August 2014 (Stanford, United States).

Book Section

Bauerheim, Michaël and Ndiaye, Aissatou and Nicoud, Franck. Surrogates for Combustion Instabilities in Annular Combustors. (2018) In: Uncertainty Management for Robust Industrial Design in Aeronautics. (Notes on Numerical Fluid Mechanics and Multidisciplinary Design). Springer, 247-263. ISBN 978-3-319-77766-5

Thesis

Bauerheim, Michaël. Theoretical and numerical study of symmetry breaking effects on azimuthal thermoacoustic modes in annular combustors. PhD, Institut National Polytechnique de Toulouse, 2014